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Instruction:Explain the main principle of the given algorithm.

Input: Gradient Descent


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Gradient Descent is an optimization algorithm that finds the values of parameters that minimize the cost function. This algorithm works by iteratively taking a small step in the direction of the negative gradient of the cost function, which indicates the direction in which the cost function decreases the fastest.